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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Gas Sensing Nanomaterials and Sensors
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

674 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
674 works in the cohort · of 4,299,418page 1 of 14

Labels cover 0 of 674 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 674 of 674 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
MoO3-based sensor for NO, NO2 and CH4 detection
S. Barazzouk, R. P. Tandon, Surat Hotchandani
2006· article· en· Sensors and Actuators B Chemical· Engineering
distilled prediction:candidate · noneconsensus · none
122
citations
afffundunlabeled
Methods and mechanisms of gas sensor selectivity
Muersha Wusiman, Fariborz Taghipour
2021· article· en· Critical reviews in solid state and materials sciences/CRC critical reviews in solid state and materials sciences· Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
119
citations
affunlabeled
Carbon-Nanotube Loaded Antenna-Based Ammonia Gas Sensor
Hoseon Lee, George Shaker, K. Naishadham, Song Xiaojuan, M.D. McKinley, B. K. Wagner +1 more
2011· article· en· IEEE Transactions on Microwave Theory and Techniques· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
119
citations
affno abstractunlabeled
Dispersed nanoelectrode devices
Antonio Tricoli, Sotiris E. Pratsinis
2009· article· en· Nature Nanotechnology· Engineering
distilled prediction:candidate · noneconsensus · none
115
citations
affunlabeled
Highly selective gas sensing enabled by filters
Jan van den Broek, Ines C. Weber, Andreas T. Güntner, Sotiris E. Pratsinis
2020· review· en· Materials Horizons· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
114
citations
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How this was built: Screen · Findings · About